Knowledge Graph — Coursera Notes › Academic disciplines › Computer Science / Information Technology
Optimization
concept · part of Computer Science / Information Technology
Optimization is a field in Computer Science focused on finding the best solution from a set of alternatives. It matters because it improves efficiency and performance in algorithms, with examples like the Adam optimizer and route optimization algorithms.
Inside Optimization (2)
- Adam optimizer — Adam is an optimization algorithm used for training neural networks.
- Route optimization algorithms — Amazon uses machine learning algorithms to determine the most efficient delivery routes based on traffic patterns, weather conditions, and delivery locations.
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